Automatic extraction of golf swing features using a single Kinect (단일 키넥트를 이용한 골프 스윙 특징의 자동 추출)

Kim，Pyeoung-Kee (김병기)

Automatic extraction of golf swing features using a single Kinect

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2014, 19(12), pp.197-207
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science

Kim，Pyeoung-Kee ¹

¹신라대학교

Accredited

ABSTRACT

In this paper, I propose an automatic extraction method of golf swing features using a practical TOFcamera Kinect. I extracted 7 key swing frames and features using joints and depth information from aKinect. I tested the proposed method on 50 swings from 10 players and showed the performace. It ismeaningful that 3D swing features are extracted automatically using an inexpensive and simple system andspecific numerical feature values can be used for the building of automatic swing analysis system.

KEYWORDS

Kinect, Automatic Extraction of Golf Swing Feature, Key Frame

Citation status

* References for papers published after 2023 are currently being built.

[journal] 김병기 / 2006 / Feature Extraction for Automatic Golf Swing Analysis by Image Processing / 한국컴퓨터정보학회논문지 / 한국컴퓨터정보학회 11(5) : 53~58

[journal] Kajiro Watanabe / 2006 / Kinematical Analysis and Measurement of Sports Form / IEEE Transaction on Systems, Man, and Cybernetics 36(3) : 549~557

[journal] 박용범 / 2002 / Design and Implementation of the Golf Swing Analysis System through Captured Motion Picture / 정보처리학회논문지. 소프트웨어 및 데이터 공학 / 한국정보처리학회 9(4) : 453~458

[journal] 이홍로 / 2005 / Tracking Algorithm For Golf Swing Using the Information of Pixels and Movements / 정보처리학회논문지. 소프트웨어 및 데이터 공학 / 한국정보처리학회 12(6) : 561~566

[journal] Zhang L / 2013 / A Kinect Based Golf Swing Recognition and Segmentation System / LNCS 7719 : 843~847

[journal] 박준욱 / 2013 / Golf Swing Classification Using Fuzzy System / 방송공학회 논문지 / 한국방송∙미디어공학회 18(3) : 380~392

[journal] Patria A. Hume / 2005 / The Role of Biomechnics in Maximizing Distance and Accuracy of Golf Shots / Sports Medicine 35(5) : 429~449

[confproc] Nils Betzler / 2006 / 3D Motion Analysis of Golf Swings / Proc. 9th Symposium on 3D Analysis of HumanBody

[confproc] Ibrahim Karliga / 2006 / Analyzing Human Body 3-D Motion of Golf Swing From Single-Camera Video Sequences / Proceedings of ICASSP : V493~V496

[confproc] Raquel Urtasun / 2005 / Monocular 3-D Tracking of the Golf Swing / CVPR 2 : 932~938

[report] Nicolas Gehrig / 2003 / Visual Golf Club Tracking for Enhanced Swing Analysis / BMVC

[confproc] Aimee Smith / 2012 / Professional Golf Coaches’Perception of the Key Technical Parameters in the Golf Swing / 9th ISEA : 224~229

[confproc] W.S. Chong / 2004 / A Quantitative Evaluation of Golf Swing / Proceedings of IEEE IES : 2052~2057

[journal] 유승원 / 2007 / The Kinematic Analysis of the Trunk Swing for Swing Drill / 한국 스포츠 리서치 / 한국스포츠리서치 18(4) : 53~60

[journal] 이경일 / 2006 / The Kinematic Analysis of Golf Awing by Amateur Female Golfers. / 한국사회체육학회지 / 한국사회체육학회 28(28) : 349~362

[journal] JongHun Lee / 2000 / The Kinetic analysis of swing motion for golfers / Korean Society of School Physical Education 10 : 87~96

[journal] 김선정 / 2002 / A Comparative Study of Kinematic Variables Related with Address and Impact in Golf Driver Swing. / 한국사회체육학회지 / 한국사회체육학회 17(17) : 145~158

[journal] 신성휴 / 2003 / A Kinematic analysis of Golf Swing Motion / 한국운동역학회지 / 한국운동역학회 13(2) : 101~114

[journal] 김병기 / 2009 / Automatic analysis of golf swing from single-camera video sequences / 한국산업정보학회논문지 / 한국산업정보학회 14(5) : 139~148

[web] / http://www.microsoft.com/en-us/kinect forwindows/meetkinect/features.aspx / http://www.microsoft.com/en-us/kinectforwindows/meetkinect/features.aspx

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Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65